I carried out a comprehensive analysis with the goal of highlighting important facets of organizational dynamics by examining pay scales by department, analyzing overtime patterns, and examine budgetary distributions. We will look at the effect of educational background on income. I also intend to find anomalies and outliers, offering insights into departmental and individual performance.